Papers

Alifia Putri Anantha

Title 1:
Reducing Faulty Node Detection Delay in Industrial Internet of Things
• KICS Summer 2019 (A)

Title 2:
Deep Reinforcement Learning with Edge Computing in Faulty-Node Detection for Industrial Internet of Things (Summer Intensive 2019)
• Elsevier Manufacturing Letters (R)
• IEEE Wireless Communication Letters (R)
• ICT Express (Pr)

Title 3:
Improved Network Intrusion Detection Using Hybrid Sequential Forward Feature Selection and Machine Learning (Winter Intensive 2019)
• Elsevier Information Processing Letters (R)
• IEEE Communication Letters (R)
• IEEE Wireless Communication Letters (Pr)

Title 4:
Hidden Information Detection on Speech Signal Using Mel-Frequency Cepstral Coefficient and Linear Discriminant Analysis
• KICS Summer 2020 (A)

Title 5:
Edge Computing-Based Anomaly Detection for Multi-Source Monitoring in Industrial Wireless Sensor Networks
• ICTC 2020 (A)

Title 6:
LSTM Autoencoder-Based Anomaly Detection for Industrial IoT Sensor (Summer Intensive 2020)
• TBD (Pr)

Title 7:
Intelligent Intrusion Detection System for Industrial IoT Network Using GRU with Denoising Autoencoder
• Master Thesis (Pr)

Last Week's Progress

Title 2:
- Got Prof. Kim's approval for resubmission

Title 3:
- Got Prof. Kim's approval for resubmission

Title 7:
- Simulated GRU, LSTM, and CNN algorithms
- Got accuracy, recall, precision, and F1-score for each algorithm
- Made a figure of confusion matrix for each algorithm
- Added training and testing dataset details on the thesis book

This Week Todo's

Title 2:
- Resubmit

Title 3:
- Resubmit

Title 7:
- Continue to work on the simulation
- Focus on increasing the DAE-GRU accuracy
- Fine-tuned chapter II, III, and IV

Project Progress

IoT Platforms and Applications

Last Week's Project

- Successfully connected the DHT11 sensor with the Raspi
- Got the sensor readings
- Found existing DHT11 dataset

This Week's Project

- Collect the DHT11 sensor data using some scenarios for dataset
- Find another dataset with more sensor data readings

Monthly Goals

- Resubmit Title 2 and 3
- Complete 100% of Title 7

Annual Goals

- Participate at least in one domestic conference
- Participate at least in one international conference
- Write and submit at least one journal